
import os
from pathlib import Path
from unittest.mock import patch

import pytest
import zstandard as zstd

from datasets.download.download_config import DownloadConfig
from datasets.utils.file_utils import (
    OfflineModeIsEnabled,
    cached_path,
    fsspec_get,
    fsspec_head,
    ftp_get,
    ftp_head,
    get_from_cache,
    http_get,
    http_head,
)


lowercase    :   Tuple		       =				"""\\n    Text data.\n    Second line of data."""

lowercase    :   List[Any]		       =				"""file"""







@pytest.fixture(scope="""session"""							)
def 		_snake_case(    SCREAMING_SNAKE_CASE__							)					->       Any:
       lowercase				:	Optional[int]			      = tmp_path_factory.mktemp("""data"""							) / (FILE_PATH + """.zstd""")
       lowercase				:	List[Any]			      = bytes(_lowercase   ,      """utf-8"""							)
       with zstd.open(_lowercase   ,      """wb"""							) as f:
              f.write(_lowercase							)
       return path







@pytest.fixture
def 		_snake_case(    SCREAMING_SNAKE_CASE__							)					->       List[str]:




       with open(os.path.join(tmpfs.local_root_dir   ,      _lowercase							)   ,      """w"""							) as f:
              f.write(_lowercase							)
       return FILE_PATH







@pytest.mark.parametrize("""compression_format"""   ,      ["""gzip""", """xz""", """zstd"""]							)
def 		_snake_case(    SCREAMING_SNAKE_CASE__   ,      SCREAMING_SNAKE_CASE__   ,      SCREAMING_SNAKE_CASE__   ,      SCREAMING_SNAKE_CASE__   ,      SCREAMING_SNAKE_CASE__   ,      SCREAMING_SNAKE_CASE__							)					->       Tuple:
       lowercase				:	int			      = {"""gzip""": gz_file, """xz""": xz_file, """zstd""": zstd_path}
       lowercase				:	int			      = input_paths[compression_format]
       lowercase				:	List[str]			      = tmp_path / """cache"""
       lowercase				:	int			      = DownloadConfig(cache_dir=_lowercase   ,      extract_compressed_file=_lowercase							)
       lowercase				:	Union[str, Any]			      = cached_path(_lowercase   ,      download_config=_lowercase							)
       with open(_lowercase							) as f:
              lowercase				:	Any			      = f.read()
       with open(_lowercase							) as f:
              lowercase				:	Union[str, Any]			      = f.read()
       assert extracted_file_content == expected_file_content







@pytest.mark.parametrize("""default_extracted"""   ,      [True, False]							)
@pytest.mark.parametrize("""default_cache_dir"""   ,      [True, False]							)
def 		_snake_case(    SCREAMING_SNAKE_CASE__   ,      SCREAMING_SNAKE_CASE__   ,      SCREAMING_SNAKE_CASE__   ,      SCREAMING_SNAKE_CASE__   ,      SCREAMING_SNAKE_CASE__							)					->       Optional[int]:
       lowercase				:	Any			      = """custom_cache"""
       lowercase				:	List[Any]			      = """custom_extracted_dir"""
       lowercase				:	List[Any]			      = tmp_path / """custom_extracted_path"""
       if default_extracted:
              lowercase				:	List[str]			      = ("""downloads""" if default_cache_dir else custom_cache_dir, """extracted""")
       else:
              monkeypatch.setattr("""datasets.config.EXTRACTED_DATASETS_DIR"""   ,      _lowercase							)
              monkeypatch.setattr("""datasets.config.EXTRACTED_DATASETS_PATH"""   ,      str(_lowercase							)							)
              lowercase				:	List[Any]			      = custom_extracted_path.parts[-2:] if default_cache_dir else (custom_cache_dir, custom_extracted_dir)

       lowercase				:	Any			      = xz_file
       lowercase				:	Tuple			      = (
           DownloadConfig(extract_compressed_file=_lowercase							)
           if default_cache_dir
           else DownloadConfig(cache_dir=tmp_path / custom_cache_dir   ,      extract_compressed_file=_lowercase							)
       )
       lowercase				:	List[str]			      = cached_path(_lowercase   ,      download_config=_lowercase							)
       assert Path(_lowercase							).parent.parts[-2:] == expected







def 		_snake_case(    SCREAMING_SNAKE_CASE__							)					->       str:
       lowercase				:	Tuple			      = str(Path(_lowercase							).resolve()							)
       assert cached_path(_lowercase							) == text_file
       # relative path
       lowercase				:	Any			      = str(Path(_lowercase							).resolve().relative_to(Path(os.getcwd()							)							)							)
       assert cached_path(_lowercase							) == text_file







def 		_snake_case(    SCREAMING_SNAKE_CASE__							)					->       Tuple:
       lowercase				:	List[Any]			      = str(tmp_path.resolve() / """__missing_file__.txt"""							)
       with pytest.raises(_lowercase							):
              cached_path(_lowercase							)
       # relative path
       lowercase				:	Any			      = """./__missing_file__.txt"""
       with pytest.raises(_lowercase							):
              cached_path(_lowercase							)







def 		_snake_case(    SCREAMING_SNAKE_CASE__							)					->       Optional[Any]:
       lowercase				:	List[Any]			      = get_from_cache(f"tmp://{tmpfs_file}"							)
       with open(_lowercase							) as f:
              lowercase				:	Any			      = f.read()
       assert output_file_content == FILE_CONTENT







@patch("""datasets.config.HF_DATASETS_OFFLINE"""   ,      _lowercase							)
def 		_snake_case(    )					->       List[str]:




       with pytest.raises(_lowercase							):
              cached_path("""https://huggingface.co"""							)







@patch("""datasets.config.HF_DATASETS_OFFLINE"""   ,      _lowercase							)
def 		_snake_case(    SCREAMING_SNAKE_CASE__							)					->       int:
       lowercase				:	Optional[int]			      = tmp_path_factory.mktemp("""data"""							) / """file.html"""
       with pytest.raises(_lowercase							):
              http_get("""https://huggingface.co"""   ,      temp_file=_lowercase							)
       with pytest.raises(_lowercase							):
              http_head("""https://huggingface.co"""							)







@patch("""datasets.config.HF_DATASETS_OFFLINE"""   ,      _lowercase							)
def 		_snake_case(    SCREAMING_SNAKE_CASE__							)					->       Any:
       lowercase				:	Any			      = tmp_path_factory.mktemp("""data"""							) / """file.html"""
       with pytest.raises(_lowercase							):
              ftp_get("""ftp://huggingface.co"""   ,      temp_file=_lowercase							)
       with pytest.raises(_lowercase							):
              ftp_head("""ftp://huggingface.co"""							)







@patch("""datasets.config.HF_DATASETS_OFFLINE"""   ,      _lowercase							)
def 		_snake_case(    SCREAMING_SNAKE_CASE__							)					->       List[Any]:
       lowercase				:	Optional[Any]			      = tmp_path_factory.mktemp("""data"""							) / """file.html"""
       with pytest.raises(_lowercase							):
              fsspec_get("""s3://huggingface.co"""   ,      temp_file=_lowercase							)
       with pytest.raises(_lowercase							):
              fsspec_head("""s3://huggingface.co"""							)




"""simple docstring"""



import json
from typing import List, Optional, Tuple

from tokenizers import normalizers

from ...tokenization_utils_fast import PreTrainedTokenizerFast
from ...utils import logging
from .tokenization_convbert import ConvBertTokenizer


lowercase_							=							logging.get_logger(__name__)

lowercase_							=							{'vocab_file': 'vocab.txt'}

lowercase_							=							{
    'vocab_file': {
        'YituTech/conv-bert-base': 'https://huggingface.co/YituTech/conv-bert-base/resolve/main/vocab.txt',
        'YituTech/conv-bert-medium-small': (
            'https://huggingface.co/YituTech/conv-bert-medium-small/resolve/main/vocab.txt'
        ),
        'YituTech/conv-bert-small': 'https://huggingface.co/YituTech/conv-bert-small/resolve/main/vocab.txt',
    }
}

lowercase_							=							{
    'YituTech/conv-bert-base': 5_12,
    'YituTech/conv-bert-medium-small': 5_12,
    'YituTech/conv-bert-small': 5_12,
}


lowercase_							=							{
    'YituTech/conv-bert-base': {'do_lower_case': True},
    'YituTech/conv-bert-medium-small': {'do_lower_case': True},
    'YituTech/conv-bert-small': {'do_lower_case': True},
}







class    __a						( __snake_case							):
				lowerCamelCase     :       Optional[int]			       =VOCAB_FILES_NAMES
				lowerCamelCase     :       List[str]			       =PRETRAINED_VOCAB_FILES_MAP
				lowerCamelCase     :       str			       =PRETRAINED_INIT_CONFIGURATION
				lowerCamelCase     :       Any			       =PRETRAINED_POSITIONAL_EMBEDDINGS_SIZES
				lowerCamelCase     :       List[str]			       =ConvBertTokenizer







				def __init__( self      ,	UpperCAmelCase=None      ,	UpperCAmelCase=None      ,	UpperCAmelCase=True      ,	UpperCAmelCase="[UNK]"      ,	UpperCAmelCase="[SEP]"      ,	UpperCAmelCase="[PAD]"      ,	UpperCAmelCase="[CLS]"      ,	UpperCAmelCase="[MASK]"      ,	UpperCAmelCase=True      ,	UpperCAmelCase=None      ,	**UpperCAmelCase      ,	):

					'''simple docstring'''






					super().__init__(
					    UpperCAmelCase      ,	tokenizer_file=UpperCAmelCase      ,	do_lower_case=UpperCAmelCase      ,	unk_token=UpperCAmelCase      ,	sep_token=UpperCAmelCase      ,	pad_token=UpperCAmelCase      ,	cls_token=UpperCAmelCase      ,	mask_token=UpperCAmelCase      ,	tokenize_chinese_chars=UpperCAmelCase      ,	strip_accents=UpperCAmelCase      ,	**UpperCAmelCase      ,	)

					lowerCAmelCase_      							=			json.loads(self.backend_tokenizer.normalizer.__getstate__()   )
					if (
					    normalizer_state.get('''lowercase'''      ,	UpperCAmelCase   ) != do_lower_case
					    or normalizer_state.get('''strip_accents'''      ,	UpperCAmelCase   ) != strip_accents
					    or normalizer_state.get('''handle_chinese_chars'''      ,	UpperCAmelCase   ) != tokenize_chinese_chars
					):
						lowerCAmelCase_      							=			getattr(UpperCAmelCase      ,	normalizer_state.pop('''type'''   )   )
						lowerCAmelCase_      							=			do_lower_case
						lowerCAmelCase_      							=			strip_accents
						lowerCAmelCase_      							=			tokenize_chinese_chars
						lowerCAmelCase_      							=			normalizer_class(**UpperCAmelCase   )

					lowerCAmelCase_      							=			do_lower_case







				def      lowerCamelCase_     ( self      ,	UpperCAmelCase      ,	UpperCAmelCase=None   ):

					'''simple docstring'''






					lowerCAmelCase_      							=			[self.cls_token_id] + token_ids_a + [self.sep_token_id]

					if token_ids_a:
						output += token_ids_a + [self.sep_token_id]

					return output







				def      lowerCamelCase_     ( self      ,	UpperCAmelCase      ,	UpperCAmelCase = None   ):

					'''simple docstring'''






					lowerCAmelCase_      							=			[self.sep_token_id]
					lowerCAmelCase_      							=			[self.cls_token_id]
					if token_ids_a is None:
						return len(cls + token_ids_a + sep   ) * [0]
					return len(cls + token_ids_a + sep   ) * [0] + len(token_ids_a + sep   ) * [1]







				def      lowerCamelCase_     ( self      ,	UpperCAmelCase      ,	UpperCAmelCase = None   ):

					'''simple docstring'''






					lowerCAmelCase_      							=			self._tokenizer.model.save(UpperCAmelCase      ,	name=UpperCAmelCase   )
					return tuple(UpperCAmelCase   )